Overview
Brought to you by YData
Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 2326383 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 408.2 MiB |
| Average record size in memory | 184.0 B |
Variable types
| Text | 2 |
|---|---|
| Numeric | 8 |
| Categorical | 12 |
| DateTime | 1 |
XA
is highly overall correlated with XB and 6 other fields |
High correlation |
XH
is highly overall correlated with XA and 2 other fields |
High correlation |
XJ
is highly overall correlated with XA and 2 other fields |
High correlation |
XN
is highly overall correlated with XA and 5 other fields |
High correlation |
polypharmacy
is highly overall correlated with XA and 9 other fields |
High correlation |
XB
is highly overall correlated with XA and 1 other fields |
High correlation |
XC
is highly overall correlated with XA and 2 other fields |
High correlation |
XD
is highly overall correlated with polypharmacy |
High correlation |
XR
is highly overall correlated with XA and 1 other fields |
High correlation |
XS
is highly overall correlated with XN and 1 other fields |
High correlation |
XV
is highly overall correlated with polypharmacy |
High correlation |
XB is highly imbalanced (75.8%) |
Imbalance |
XD is highly imbalanced (68.7%) |
Imbalance |
XG is highly imbalanced (78.0%) |
Imbalance |
XH is highly imbalanced (52.1%) |
Imbalance |
XM is highly imbalanced (72.4%) |
Imbalance |
XP is highly imbalanced (83.9%) |
Imbalance |
XR is highly imbalanced (68.5%) |
Imbalance |
XS is highly imbalanced (92.7%) |
Imbalance |
XV is highly imbalanced (88.7%) |
Imbalance |
XA has 1621810 (69.7%) zeros |
Zeros |
XC has 1931835 (83.0%) zeros |
Zeros |
XJ has 1775841 (76.3%) zeros |
Zeros |
XL has 1426884 (61.3%) zeros |
Zeros |
XN has 1263277 (54.3%) zeros |
Zeros |
Reproduction
| Analysis started | 2025-04-28 13:35:35.381062 |
|---|---|
| Analysis finished | 2025-04-28 13:38:54.475603 |
| Duration | 3 minutes and 19.09 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
safetyreportid
Text
| Distinct | 264444 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 MiB |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 8.1550819 |
| Min length | 7 |
Unique
| Unique | 44773 ? |
|---|---|
| Unique (%) | 1.9% |
Sample
| 1st row | 10003357 |
|---|---|
| 2nd row | 10003357 |
| 3rd row | 10003357 |
| 4th row | 10003357 |
| 5th row | 10003357 |
| Value | Count | Frequency (%) |
| 15997294 | 3696 | 0.2% |
| 15333886 | 2112 | 0.1% |
| 15759495 | 2112 | 0.1% |
| 16008869 | 2058 | 0.1% |
| 15614390 | 1920 | 0.1% |
| 8439111-2 | 1700 | 0.1% |
| 14539518 | 1518 | 0.1% |
| 5528013-7 | 1271 | 0.1% |
| 10487906 | 1260 | 0.1% |
| 15954362 | 1222 | 0.1% |
| Other values (264434) | 2307514 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2990474 | |
| 5 | 1869073 | |
| 4 | 1803500 | |
| 3 | 1693078 | |
| 9 | 1691331 | |
| 2 | 1678102 | |
| 0 | 1664041 | |
| 8 | 1631391 | |
| 7 | 1625053 | |
| 6 | 1601195 | |
| Other values (2) | 724606 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 18971844 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2990474 | |
| 5 | 1869073 | |
| 4 | 1803500 | |
| 3 | 1693078 | |
| 9 | 1691331 | |
| 2 | 1678102 | |
| 0 | 1664041 | |
| 8 | 1631391 | |
| 7 | 1625053 | |
| 6 | 1601195 | |
| Other values (2) | 724606 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 18971844 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2990474 | |
| 5 | 1869073 | |
| 4 | 1803500 | |
| 3 | 1693078 | |
| 9 | 1691331 | |
| 2 | 1678102 | |
| 0 | 1664041 | |
| 8 | 1631391 | |
| 7 | 1625053 | |
| 6 | 1601195 | |
| Other values (2) | 724606 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 18971844 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2990474 | |
| 5 | 1869073 | |
| 4 | 1803500 | |
| 3 | 1693078 | |
| 9 | 1691331 | |
| 2 | 1678102 | |
| 0 | 1664041 | |
| 8 | 1631391 | |
| 7 | 1625053 | |
| 6 | 1601195 | |
| Other values (2) | 724606 | 3.8% |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 16.993551 |
| Min length | 14 |
Unique
| Unique | 238895 ? |
|---|---|
| Unique (%) | 10.3% |
Sample
| 1st row | 21602735_36717998 |
|---|---|
| 2nd row | 21602735_42890355 |
| 3rd row | 21602735_36718024 |
| 4th row | 21603927_36717998 |
| 5th row | 21603927_42890355 |
| Value | Count | Frequency (%) |
| 21602295_37320158 | 3841 | 0.2% |
| 21604559_35506601 | 3791 | 0.2% |
| 21602295_36718382 | 3338 | 0.1% |
| 21602295_37320109 | 3302 | 0.1% |
| 21604559_37522220 | 2618 | 0.1% |
| 21602295_37320257 | 2115 | 0.1% |
| 21602256_35809005 | 2059 | 0.1% |
| 21603911_35809005 | 2015 | 0.1% |
| 21602295_37320170 | 2000 | 0.1% |
| 21604757_35809304 | 1898 | 0.1% |
| Other values (460821) | 2299406 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5381572 | |
| 0 | 5276087 | |
| 2 | 4853600 | |
| 3 | 4803584 | |
| 6 | 4710638 | |
| 5 | 2789783 | |
| 4 | 2567553 | |
| 9 | 2389708 | |
| _ | 2326383 | |
| 7 | 2227323 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 39533507 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5381572 | |
| 0 | 5276087 | |
| 2 | 4853600 | |
| 3 | 4803584 | |
| 6 | 4710638 | |
| 5 | 2789783 | |
| 4 | 2567553 | |
| 9 | 2389708 | |
| _ | 2326383 | |
| 7 | 2227323 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 39533507 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5381572 | |
| 0 | 5276087 | |
| 2 | 4853600 | |
| 3 | 4803584 | |
| 6 | 4710638 | |
| 5 | 2789783 | |
| 4 | 2567553 | |
| 9 | 2389708 | |
| _ | 2326383 | |
| 7 | 2227323 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 39533507 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5381572 | |
| 0 | 5276087 | |
| 2 | 4853600 | |
| 3 | 4803584 | |
| 6 | 4710638 | |
| 5 | 2789783 | |
| 4 | 2567553 | |
| 9 | 2389708 | |
| _ | 2326383 | |
| 7 | 2227323 |
atc_concept_id
Real number (ℝ)
| Distinct | 1088 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21914967 |
| Minimum | 1588648 |
|---|---|
| Maximum | 45893497 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.7 MiB |
Quantile statistics
| Minimum | 1588648 |
|---|---|
| 5-th percentile | 21600484 |
| Q1 | 21602256 |
| median | 21603481 |
| Q3 | 21604348 |
| 95-th percentile | 21604757 |
| Maximum | 45893497 |
| Range | 44304849 |
| Interquartile range (IQR) | 2092 |
Descriptive statistics
| Standard deviation | 2677450.9 |
|---|---|
| Coefficient of variation (CV) | 0.12217454 |
| Kurtosis | 55.220493 |
| Mean | 21914967 |
| Median Absolute Deviation (MAD) | 952 |
| Skewness | 6.6278526 |
| Sum | 5.0982606 × 1013 |
| Variance | 7.1687434 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21603929 | 50124 | 2.2% |
| 21601423 | 46303 | 2.0% |
| 21602256 | 45484 | 2.0% |
| 21603911 | 36440 | 1.6% |
| 21604757 | 34234 | 1.5% |
| 21604559 | 34152 | 1.5% |
| 21603908 | 33579 | 1.4% |
| 21604344 | 32519 | 1.4% |
| 21603967 | 31713 | 1.4% |
| 21602735 | 31070 | 1.3% |
| Other values (1078) | 1950765 |
| Value | Count | Frequency (%) |
| 1588648 | 6 | < 0.1% |
| 1588697 | 2422 | |
| 21600005 | 301 | < 0.1% |
| 21600008 | 275 | < 0.1% |
| 21600012 | 176 | < 0.1% |
| 21600013 | 575 | < 0.1% |
| 21600019 | 247 | < 0.1% |
| 21600034 | 712 | < 0.1% |
| 21600056 | 118 | < 0.1% |
| 21600082 | 403 | < 0.1% |
| Value | Count | Frequency (%) |
| 45893497 | 146 | < 0.1% |
| 45893489 | 31 | < 0.1% |
| 45893488 | 2044 | |
| 45893476 | 2 | < 0.1% |
| 45893474 | 485 | < 0.1% |
| 45893464 | 164 | < 0.1% |
| 45893463 | 82 | < 0.1% |
| 45893461 | 101 | < 0.1% |
| 45893458 | 13 | < 0.1% |
| 45893267 | 1 | < 0.1% |
meddra_concept_id
Real number (ℝ)
| Distinct | 10770 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36498705 |
| Minimum | 788090 |
|---|---|
| Maximum | 46277190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.7 MiB |
Quantile statistics
| Minimum | 788090 |
|---|---|
| 5-th percentile | 35204948 |
| Q1 | 35809005 |
| median | 36211473 |
| Q3 | 36818768 |
| 95-th percentile | 37622529 |
| Maximum | 46277190 |
| Range | 45489100 |
| Interquartile range (IQR) | 1009763 |
Descriptive statistics
| Standard deviation | 2540578.3 |
|---|---|
| Coefficient of variation (CV) | 0.069607353 |
| Kurtosis | 106.19304 |
| Mean | 36498705 |
| Median Absolute Deviation (MAD) | 503566 |
| Skewness | -6.3448816 |
| Sum | 8.4909968 × 1013 |
| Variance | 6.4545378 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37522220 | 35311 | 1.5% |
| 35809327 | 32226 | 1.4% |
| 35809054 | 30912 | 1.3% |
| 35708208 | 29732 | 1.3% |
| 35708202 | 23037 | 1.0% |
| 36718132 | 21475 | 0.9% |
| 35708093 | 18309 | 0.8% |
| 35708154 | 16199 | 0.7% |
| 35809243 | 15840 | 0.7% |
| 35205038 | 15392 | 0.7% |
| Other values (10760) | 2087950 |
| Value | Count | Frequency (%) |
| 788090 | 1 | < 0.1% |
| 788094 | 51 | |
| 788095 | 7 | < 0.1% |
| 788096 | 3 | < 0.1% |
| 788098 | 20 | < 0.1% |
| 788100 | 28 | |
| 788104 | 10 | < 0.1% |
| 788105 | 11 | < 0.1% |
| 788115 | 45 | |
| 788120 | 35 |
| Value | Count | Frequency (%) |
| 46277190 | 3 | < 0.1% |
| 46277169 | 5 | < 0.1% |
| 46277163 | 5 | < 0.1% |
| 46276846 | 6 | < 0.1% |
| 46276844 | 22 | |
| 46276840 | 3 | < 0.1% |
| 46276826 | 2 | < 0.1% |
| 46276825 | 19 | |
| 46276824 | 2 | < 0.1% |
| 46276815 | 5 | < 0.1% |
nichd
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 MiB |
| early_adolescence | |
|---|---|
| late_adolescence | |
| middle_childhood | |
| early_childhood | |
| infancy | |
| Other values (2) |
Length
| Max length | 17 |
|---|---|
| Median length | 16 |
| Mean length | 15.406697 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | middle_childhood |
|---|---|
| 2nd row | middle_childhood |
| 3rd row | middle_childhood |
| 4th row | middle_childhood |
| 5th row | middle_childhood |
Common Values
| Value | Count | Frequency (%) |
| early_adolescence | 927023 | |
| late_adolescence | 475711 | |
| middle_childhood | 454547 | |
| early_childhood | 193382 | 8.3% |
| infancy | 120377 | 5.2% |
| toddler | 94078 | 4.0% |
| term_neonatal | 61265 | 2.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| early_adolescence | 927023 | |
| late_adolescence | 475711 | |
| middle_childhood | 454547 | |
| early_childhood | 193382 | 8.3% |
| infancy | 120377 | 5.2% |
| toddler | 94078 | 4.0% |
| term_neonatal | 61265 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6475473 | |
| l | 4256669 | |
| d | 3795842 | |
| c | 3573774 | |
| a | 3241757 | |
| o | 2853935 | |
| _ | 2111928 | 5.9% |
| n | 1766018 | 4.9% |
| s | 1402734 | 3.9% |
| h | 1295858 | 3.6% |
| Other values (6) | 5067891 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 35841879 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 6475473 | |
| l | 4256669 | |
| d | 3795842 | |
| c | 3573774 | |
| a | 3241757 | |
| o | 2853935 | |
| _ | 2111928 | 5.9% |
| n | 1766018 | 4.9% |
| s | 1402734 | 3.9% |
| h | 1295858 | 3.6% |
| Other values (6) | 5067891 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 35841879 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 6475473 | |
| l | 4256669 | |
| d | 3795842 | |
| c | 3573774 | |
| a | 3241757 | |
| o | 2853935 | |
| _ | 2111928 | 5.9% |
| n | 1766018 | 4.9% |
| s | 1402734 | 3.9% |
| h | 1295858 | 3.6% |
| Other values (6) | 5067891 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 35841879 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 6475473 | |
| l | 4256669 | |
| d | 3795842 | |
| c | 3573774 | |
| a | 3241757 | |
| o | 2853935 | |
| _ | 2111928 | 5.9% |
| n | 1766018 | 4.9% |
| s | 1402734 | 3.9% |
| h | 1295858 | 3.6% |
| Other values (6) | 5067891 |
sex
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 MiB |
| Female | |
|---|---|
| Male |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.0625929 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Male |
| 5th row | Male |
Common Values
| Value | Count | Frequency (%) |
| Female | 1235999 | |
| Male | 1090384 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 1235999 | |
| male | 1090384 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3562382 | |
| a | 2326383 | |
| l | 2326383 | |
| F | 1235999 | 10.5% |
| m | 1235999 | 10.5% |
| M | 1090384 | 9.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11777530 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 3562382 | |
| a | 2326383 | |
| l | 2326383 | |
| F | 1235999 | 10.5% |
| m | 1235999 | 10.5% |
| M | 1090384 | 9.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11777530 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 3562382 | |
| a | 2326383 | |
| l | 2326383 | |
| F | 1235999 | 10.5% |
| m | 1235999 | 10.5% |
| M | 1090384 | 9.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11777530 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 3562382 | |
| a | 2326383 | |
| l | 2326383 | |
| F | 1235999 | 10.5% |
| m | 1235999 | 10.5% |
| M | 1090384 | 9.3% |
reporter_qualification
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 MiB |
| Physician | |
|---|---|
| Other health professional | |
| Consumer or non-health professional | |
| Pharmacist | |
| Lawyer | 37106 |
Length
| Max length | 35 |
|---|---|
| Median length | 25 |
| Mean length | 21.586935 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Other health professional |
|---|---|
| 2nd row | Other health professional |
| 3rd row | Other health professional |
| 4th row | Other health professional |
| 5th row | Other health professional |
Common Values
| Value | Count | Frequency (%) |
| Physician | 782542 | |
| Other health professional | 716161 | |
| Consumer or non-health professional | 685768 | |
| Pharmacist | 104806 | 4.5% |
| Lawyer | 37106 | 1.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| professional | 1401929 | |
| physician | 782542 | |
| other | 716161 | |
| health | 716161 | |
| consumer | 685768 | |
| or | 685768 | |
| non-health | 685768 | |
| pharmacist | 104806 | 1.8% |
| lawyer | 37106 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 4861162 | |
| h | 4407367 | 8.8% |
| s | 4376974 | 8.7% |
| e | 4242893 | 8.4% |
| n | 4241775 | 8.4% |
| a | 3833118 | 7.6% |
| r | 3631538 | 7.2% |
| 3489626 | 6.9% | |
| i | 3071819 | 6.1% |
| l | 2803858 | 5.6% |
| Other values (13) | 11259349 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 50219479 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 4861162 | |
| h | 4407367 | 8.8% |
| s | 4376974 | 8.7% |
| e | 4242893 | 8.4% |
| n | 4241775 | 8.4% |
| a | 3833118 | 7.6% |
| r | 3631538 | 7.2% |
| 3489626 | 6.9% | |
| i | 3071819 | 6.1% |
| l | 2803858 | 5.6% |
| Other values (13) | 11259349 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 50219479 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 4861162 | |
| h | 4407367 | 8.8% |
| s | 4376974 | 8.7% |
| e | 4242893 | 8.4% |
| n | 4241775 | 8.4% |
| a | 3833118 | 7.6% |
| r | 3631538 | 7.2% |
| 3489626 | 6.9% | |
| i | 3071819 | 6.1% |
| l | 2803858 | 5.6% |
| Other values (13) | 11259349 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 50219479 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 4861162 | |
| h | 4407367 | 8.8% |
| s | 4376974 | 8.7% |
| e | 4242893 | 8.4% |
| n | 4241775 | 8.4% |
| a | 3833118 | 7.6% |
| r | 3631538 | 7.2% |
| 3489626 | 6.9% | |
| i | 3071819 | 6.1% |
| l | 2803858 | 5.6% |
| Other values (13) | 11259349 |
receive_date
Date
| Distinct | 4770 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 MiB |
| Minimum | 1994-02-02 00:00:00 |
|---|---|
| Maximum | 2019-03-31 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.65569642 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 1621810 |
| Zeros (%) | 69.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.3875397 |
|---|---|
| Coefficient of variation (CV) | 2.1161313 |
| Kurtosis | 13.272512 |
| Mean | 0.65569642 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.2488564 |
| Sum | 1525401 |
| Variance | 1.9252664 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1621810 | |
| 1 | 353477 | 15.2% |
| 2 | 162982 | 7.0% |
| 3 | 76611 | 3.3% |
| 4 | 47470 | 2.0% |
| 5 | 21878 | 0.9% |
| 6 | 14480 | 0.6% |
| 7 | 11448 | 0.5% |
| 10 | 6596 | 0.3% |
| 9 | 5156 | 0.2% |
| Other values (2) | 4475 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 1621810 | |
| 1 | 353477 | 15.2% |
| 2 | 162982 | 7.0% |
| 3 | 76611 | 3.3% |
| 4 | 47470 | 2.0% |
| 5 | 21878 | 0.9% |
| 6 | 14480 | 0.6% |
| 7 | 11448 | 0.5% |
| 8 | 3916 | 0.2% |
| 9 | 5156 | 0.2% |
| Value | Count | Frequency (%) |
| 11 | 559 | < 0.1% |
| 10 | 6596 | 0.3% |
| 9 | 5156 | 0.2% |
| 8 | 3916 | 0.2% |
| 7 | 11448 | 0.5% |
| 6 | 14480 | 0.6% |
| 5 | 21878 | 0.9% |
| 4 | 47470 | 2.0% |
| 3 | 76611 | |
| 2 | 162982 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 MiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | 44962 |
| 4.0 | 7694 |
| 3.0 | 4012 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2057225 | |
| 1.0 | 212455 | 9.1% |
| 2.0 | 44962 | 1.9% |
| 4.0 | 7694 | 0.3% |
| 3.0 | 4012 | 0.2% |
| 5.0 | 35 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 2057225 | |
| 1.0 | 212455 | 9.1% |
| 2.0 | 44962 | 1.9% |
| 4.0 | 7694 | 0.3% |
| 3.0 | 4012 | 0.2% |
| 5.0 | 35 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4383608 | |
| . | 2326383 | |
| 1 | 212455 | 3.0% |
| 2 | 44962 | 0.6% |
| 4 | 7694 | 0.1% |
| 3 | 4012 | 0.1% |
| 5 | 35 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4383608 | |
| . | 2326383 | |
| 1 | 212455 | 3.0% |
| 2 | 44962 | 0.6% |
| 4 | 7694 | 0.1% |
| 3 | 4012 | 0.1% |
| 5 | 35 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4383608 | |
| . | 2326383 | |
| 1 | 212455 | 3.0% |
| 2 | 44962 | 0.6% |
| 4 | 7694 | 0.1% |
| 3 | 4012 | 0.1% |
| 5 | 35 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4383608 | |
| . | 2326383 | |
| 1 | 212455 | 3.0% |
| 2 | 44962 | 0.6% |
| 4 | 7694 | 0.1% |
| 3 | 4012 | 0.1% |
| 5 | 35 | < 0.1% |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.31425522 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 1931835 |
| Zeros (%) | 83.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.88681187 |
|---|---|
| Coefficient of variation (CV) | 2.821948 |
| Kurtosis | 24.397496 |
| Mean | 0.31425522 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.2289174 |
| Sum | 731078 |
| Variance | 0.7864353 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1931835 | |
| 1 | 221139 | 9.5% |
| 2 | 92689 | 4.0% |
| 3 | 37441 | 1.6% |
| 4 | 25176 | 1.1% |
| 5 | 7811 | 0.3% |
| 6 | 5485 | 0.2% |
| 7 | 2455 | 0.1% |
| 10 | 1700 | 0.1% |
| 8 | 484 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1931835 | |
| 1 | 221139 | 9.5% |
| 2 | 92689 | 4.0% |
| 3 | 37441 | 1.6% |
| 4 | 25176 | 1.1% |
| 5 | 7811 | 0.3% |
| 6 | 5485 | 0.2% |
| 7 | 2455 | 0.1% |
| 8 | 484 | < 0.1% |
| 9 | 168 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1700 | 0.1% |
| 9 | 168 | < 0.1% |
| 8 | 484 | < 0.1% |
| 7 | 2455 | 0.1% |
| 6 | 5485 | 0.2% |
| 5 | 7811 | 0.3% |
| 4 | 25176 | 1.1% |
| 3 | 37441 | 1.6% |
| 2 | 92689 | |
| 1 | 221139 |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 MiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | 48958 |
| 3.0 | 12473 |
| 4.0 | 2176 |
| Other values (2) | 1416 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1851235 | |
| 1.0 | 410125 | 17.6% |
| 2.0 | 48958 | 2.1% |
| 3.0 | 12473 | 0.5% |
| 4.0 | 2176 | 0.1% |
| 5.0 | 1251 | 0.1% |
| 6.0 | 165 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1851235 | |
| 1.0 | 410125 | 17.6% |
| 2.0 | 48958 | 2.1% |
| 3.0 | 12473 | 0.5% |
| 4.0 | 2176 | 0.1% |
| 5.0 | 1251 | 0.1% |
| 6.0 | 165 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4177618 | |
| . | 2326383 | |
| 1 | 410125 | 5.9% |
| 2 | 48958 | 0.7% |
| 3 | 12473 | 0.2% |
| 4 | 2176 | < 0.1% |
| 5 | 1251 | < 0.1% |
| 6 | 165 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4177618 | |
| . | 2326383 | |
| 1 | 410125 | 5.9% |
| 2 | 48958 | 0.7% |
| 3 | 12473 | 0.2% |
| 4 | 2176 | < 0.1% |
| 5 | 1251 | < 0.1% |
| 6 | 165 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4177618 | |
| . | 2326383 | |
| 1 | 410125 | 5.9% |
| 2 | 48958 | 0.7% |
| 3 | 12473 | 0.2% |
| 4 | 2176 | < 0.1% |
| 5 | 1251 | < 0.1% |
| 6 | 165 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4177618 | |
| . | 2326383 | |
| 1 | 410125 | 5.9% |
| 2 | 48958 | 0.7% |
| 3 | 12473 | 0.2% |
| 4 | 2176 | < 0.1% |
| 5 | 1251 | < 0.1% |
| 6 | 165 | < 0.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 MiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | 16416 |
| 3.0 | 641 |
| 5.0 | 500 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2093389 | |
| 1.0 | 215437 | 9.3% |
| 2.0 | 16416 | 0.7% |
| 3.0 | 641 | < 0.1% |
| 5.0 | 500 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 2093389 | |
| 1.0 | 215437 | 9.3% |
| 2.0 | 16416 | 0.7% |
| 3.0 | 641 | < 0.1% |
| 5.0 | 500 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4419772 | |
| . | 2326383 | |
| 1 | 215437 | 3.1% |
| 2 | 16416 | 0.2% |
| 3 | 641 | < 0.1% |
| 5 | 500 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4419772 | |
| . | 2326383 | |
| 1 | 215437 | 3.1% |
| 2 | 16416 | 0.2% |
| 3 | 641 | < 0.1% |
| 5 | 500 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4419772 | |
| . | 2326383 | |
| 1 | 215437 | 3.1% |
| 2 | 16416 | 0.2% |
| 3 | 641 | < 0.1% |
| 5 | 500 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4419772 | |
| . | 2326383 | |
| 1 | 215437 | 3.1% |
| 2 | 16416 | 0.2% |
| 3 | 641 | < 0.1% |
| 5 | 500 | < 0.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 MiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | 124040 |
| 3.0 | 27853 |
| 4.0 | 5965 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1708771 | |
| 1.0 | 459754 | 19.8% |
| 2.0 | 124040 | 5.3% |
| 3.0 | 27853 | 1.2% |
| 4.0 | 5965 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1708771 | |
| 1.0 | 459754 | 19.8% |
| 2.0 | 124040 | 5.3% |
| 3.0 | 27853 | 1.2% |
| 4.0 | 5965 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4035154 | |
| . | 2326383 | |
| 1 | 459754 | 6.6% |
| 2 | 124040 | 1.8% |
| 3 | 27853 | 0.4% |
| 4 | 5965 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4035154 | |
| . | 2326383 | |
| 1 | 459754 | 6.6% |
| 2 | 124040 | 1.8% |
| 3 | 27853 | 0.4% |
| 4 | 5965 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4035154 | |
| . | 2326383 | |
| 1 | 459754 | 6.6% |
| 2 | 124040 | 1.8% |
| 3 | 27853 | 0.4% |
| 4 | 5965 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4035154 | |
| . | 2326383 | |
| 1 | 459754 | 6.6% |
| 2 | 124040 | 1.8% |
| 3 | 27853 | 0.4% |
| 4 | 5965 | 0.1% |
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4788846 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 1775841 |
| Zeros (%) | 76.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.1490155 |
|---|---|
| Coefficient of variation (CV) | 2.3993577 |
| Kurtosis | 17.782648 |
| Mean | 0.4788846 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.6609975 |
| Sum | 1114069 |
| Variance | 1.3202365 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1775841 | |
| 1 | 290231 | 12.5% |
| 2 | 125571 | 5.4% |
| 3 | 62237 | 2.7% |
| 4 | 31745 | 1.4% |
| 5 | 14973 | 0.6% |
| 7 | 10493 | 0.5% |
| 6 | 10021 | 0.4% |
| 8 | 1678 | 0.1% |
| 11 | 1448 | 0.1% |
| Other values (4) | 2145 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1775841 | |
| 1 | 290231 | 12.5% |
| 2 | 125571 | 5.4% |
| 3 | 62237 | 2.7% |
| 4 | 31745 | 1.4% |
| 5 | 14973 | 0.6% |
| 6 | 10021 | 0.4% |
| 7 | 10493 | 0.5% |
| 8 | 1678 | 0.1% |
| 9 | 1001 | < 0.1% |
| Value | Count | Frequency (%) |
| 13 | 78 | < 0.1% |
| 12 | 264 | < 0.1% |
| 11 | 1448 | 0.1% |
| 10 | 802 | < 0.1% |
| 9 | 1001 | < 0.1% |
| 8 | 1678 | 0.1% |
| 7 | 10493 | 0.5% |
| 6 | 10021 | 0.4% |
| 5 | 14973 | |
| 4 | 31745 |
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.94838726 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 1426884 |
| Zeros (%) | 61.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.6191105 |
|---|---|
| Coefficient of variation (CV) | 1.707225 |
| Kurtosis | 4.8838488 |
| Mean | 0.94838726 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.1625039 |
| Sum | 2206312 |
| Variance | 2.6215187 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1426884 | |
| 1 | 362830 | 15.6% |
| 2 | 214569 | 9.2% |
| 3 | 122483 | 5.3% |
| 4 | 79939 | 3.4% |
| 5 | 51489 | 2.2% |
| 7 | 27435 | 1.2% |
| 6 | 27415 | 1.2% |
| 8 | 9447 | 0.4% |
| 9 | 2107 | 0.1% |
| Other values (3) | 1785 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1426884 | |
| 1 | 362830 | 15.6% |
| 2 | 214569 | 9.2% |
| 3 | 122483 | 5.3% |
| 4 | 79939 | 3.4% |
| 5 | 51489 | 2.2% |
| 6 | 27415 | 1.2% |
| 7 | 27435 | 1.2% |
| 8 | 9447 | 0.4% |
| 9 | 2107 | 0.1% |
| Value | Count | Frequency (%) |
| 12 | 95 | < 0.1% |
| 11 | 580 | < 0.1% |
| 10 | 1110 | < 0.1% |
| 9 | 2107 | 0.1% |
| 8 | 9447 | 0.4% |
| 7 | 27435 | 1.2% |
| 6 | 27415 | 1.2% |
| 5 | 51489 | |
| 4 | 79939 | |
| 3 | 122483 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 MiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | 41954 |
| 3.0 | 9321 |
| 4.0 | 750 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1984186 | |
| 1.0 | 289738 | 12.5% |
| 2.0 | 41954 | 1.8% |
| 3.0 | 9321 | 0.4% |
| 4.0 | 750 | < 0.1% |
| 5.0 | 434 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1984186 | |
| 1.0 | 289738 | 12.5% |
| 2.0 | 41954 | 1.8% |
| 3.0 | 9321 | 0.4% |
| 4.0 | 750 | < 0.1% |
| 5.0 | 434 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4310569 | |
| . | 2326383 | |
| 1 | 289738 | 4.2% |
| 2 | 41954 | 0.6% |
| 3 | 9321 | 0.1% |
| 4 | 750 | < 0.1% |
| 5 | 434 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4310569 | |
| . | 2326383 | |
| 1 | 289738 | 4.2% |
| 2 | 41954 | 0.6% |
| 3 | 9321 | 0.1% |
| 4 | 750 | < 0.1% |
| 5 | 434 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4310569 | |
| . | 2326383 | |
| 1 | 289738 | 4.2% |
| 2 | 41954 | 0.6% |
| 3 | 9321 | 0.1% |
| 4 | 750 | < 0.1% |
| 5 | 434 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4310569 | |
| . | 2326383 | |
| 1 | 289738 | 4.2% |
| 2 | 41954 | 0.6% |
| 3 | 9321 | 0.1% |
| 4 | 750 | < 0.1% |
| 5 | 434 | < 0.1% |
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.183239 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 1263277 |
| Zeros (%) | 54.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9163878 |
|---|---|
| Coefficient of variation (CV) | 1.6196118 |
| Kurtosis | 10.943332 |
| Mean | 1.183239 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.7071917 |
| Sum | 2752667 |
| Variance | 3.6725422 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1263277 | |
| 1 | 396920 | 17.1% |
| 2 | 278106 | 12.0% |
| 3 | 155760 | 6.7% |
| 4 | 89910 | 3.9% |
| 5 | 54744 | 2.4% |
| 6 | 29638 | 1.3% |
| 8 | 15884 | 0.7% |
| 7 | 15769 | 0.7% |
| 9 | 14466 | 0.6% |
| Other values (9) | 11909 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 1263277 | |
| 1 | 396920 | 17.1% |
| 2 | 278106 | 12.0% |
| 3 | 155760 | 6.7% |
| 4 | 89910 | 3.9% |
| 5 | 54744 | 2.4% |
| 6 | 29638 | 1.3% |
| 7 | 15769 | 0.7% |
| 8 | 15884 | 0.7% |
| 9 | 14466 | 0.6% |
| Value | Count | Frequency (%) |
| 18 | 230 | < 0.1% |
| 17 | 2154 | 0.1% |
| 16 | 182 | < 0.1% |
| 15 | 543 | < 0.1% |
| 14 | 679 | < 0.1% |
| 13 | 2091 | 0.1% |
| 12 | 1167 | 0.1% |
| 11 | 2280 | 0.1% |
| 10 | 2583 | 0.1% |
| 9 | 14466 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 MiB |
| 0.0 | |
|---|---|
| 1.0 | 94902 |
| 2.0 | 1918 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2229563 | |
| 1.0 | 94902 | 4.1% |
| 2.0 | 1918 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 2229563 | |
| 1.0 | 94902 | 4.1% |
| 2.0 | 1918 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4555946 | |
| . | 2326383 | |
| 1 | 94902 | 1.4% |
| 2 | 1918 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4555946 | |
| . | 2326383 | |
| 1 | 94902 | 1.4% |
| 2 | 1918 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4555946 | |
| . | 2326383 | |
| 1 | 94902 | 1.4% |
| 2 | 1918 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4555946 | |
| . | 2326383 | |
| 1 | 94902 | 1.4% |
| 2 | 1918 | < 0.1% |
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 MiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | 114389 |
| 3.0 | 39061 |
| 4.0 | 23978 |
| Other values (5) | 8032 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1854131 | |
| 1.0 | 286792 | 12.3% |
| 2.0 | 114389 | 4.9% |
| 3.0 | 39061 | 1.7% |
| 4.0 | 23978 | 1.0% |
| 5.0 | 6004 | 0.3% |
| 6.0 | 1329 | 0.1% |
| 7.0 | 406 | < 0.1% |
| 9.0 | 199 | < 0.1% |
| 8.0 | 94 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1854131 | |
| 1.0 | 286792 | 12.3% |
| 2.0 | 114389 | 4.9% |
| 3.0 | 39061 | 1.7% |
| 4.0 | 23978 | 1.0% |
| 5.0 | 6004 | 0.3% |
| 6.0 | 1329 | 0.1% |
| 7.0 | 406 | < 0.1% |
| 9.0 | 199 | < 0.1% |
| 8.0 | 94 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4180514 | |
| . | 2326383 | |
| 1 | 286792 | 4.1% |
| 2 | 114389 | 1.6% |
| 3 | 39061 | 0.6% |
| 4 | 23978 | 0.3% |
| 5 | 6004 | 0.1% |
| 6 | 1329 | < 0.1% |
| 7 | 406 | < 0.1% |
| 9 | 199 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4180514 | |
| . | 2326383 | |
| 1 | 286792 | 4.1% |
| 2 | 114389 | 1.6% |
| 3 | 39061 | 0.6% |
| 4 | 23978 | 0.3% |
| 5 | 6004 | 0.1% |
| 6 | 1329 | < 0.1% |
| 7 | 406 | < 0.1% |
| 9 | 199 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4180514 | |
| . | 2326383 | |
| 1 | 286792 | 4.1% |
| 2 | 114389 | 1.6% |
| 3 | 39061 | 0.6% |
| 4 | 23978 | 0.3% |
| 5 | 6004 | 0.1% |
| 6 | 1329 | < 0.1% |
| 7 | 406 | < 0.1% |
| 9 | 199 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4180514 | |
| . | 2326383 | |
| 1 | 286792 | 4.1% |
| 2 | 114389 | 1.6% |
| 3 | 39061 | 0.6% |
| 4 | 23978 | 0.3% |
| 5 | 6004 | 0.1% |
| 6 | 1329 | < 0.1% |
| 7 | 406 | < 0.1% |
| 9 | 199 | < 0.1% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 MiB |
| 0.0 | |
|---|---|
| 1.0 | 56154 |
| 2.0 | 4098 |
| 3.0 | 554 |
| 4.0 | 210 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2265241 | |
| 1.0 | 56154 | 2.4% |
| 2.0 | 4098 | 0.2% |
| 3.0 | 554 | < 0.1% |
| 4.0 | 210 | < 0.1% |
| 5.0 | 126 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 2265241 | |
| 1.0 | 56154 | 2.4% |
| 2.0 | 4098 | 0.2% |
| 3.0 | 554 | < 0.1% |
| 4.0 | 210 | < 0.1% |
| 5.0 | 126 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4591624 | |
| . | 2326383 | |
| 1 | 56154 | 0.8% |
| 2 | 4098 | 0.1% |
| 3 | 554 | < 0.1% |
| 4 | 210 | < 0.1% |
| 5 | 126 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4591624 | |
| . | 2326383 | |
| 1 | 56154 | 0.8% |
| 2 | 4098 | 0.1% |
| 3 | 554 | < 0.1% |
| 4 | 210 | < 0.1% |
| 5 | 126 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4591624 | |
| . | 2326383 | |
| 1 | 56154 | 0.8% |
| 2 | 4098 | 0.1% |
| 3 | 554 | < 0.1% |
| 4 | 210 | < 0.1% |
| 5 | 126 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4591624 | |
| . | 2326383 | |
| 1 | 56154 | 0.8% |
| 2 | 4098 | 0.1% |
| 3 | 554 | < 0.1% |
| 4 | 210 | < 0.1% |
| 5 | 126 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 MiB |
| 0.0 | |
|---|---|
| 1.0 | 67586 |
| 2.0 | 7430 |
| 3.0 | 809 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2250558 | |
| 1.0 | 67586 | 2.9% |
| 2.0 | 7430 | 0.3% |
| 3.0 | 809 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 2250558 | |
| 1.0 | 67586 | 2.9% |
| 2.0 | 7430 | 0.3% |
| 3.0 | 809 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4576941 | |
| . | 2326383 | |
| 1 | 67586 | 1.0% |
| 2 | 7430 | 0.1% |
| 3 | 809 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4576941 | |
| . | 2326383 | |
| 1 | 67586 | 1.0% |
| 2 | 7430 | 0.1% |
| 3 | 809 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4576941 | |
| . | 2326383 | |
| 1 | 67586 | 1.0% |
| 2 | 7430 | 0.1% |
| 3 | 809 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6979149 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4576941 | |
| . | 2326383 | |
| 1 | 67586 | 1.0% |
| 2 | 7430 | 0.1% |
| 3 | 809 | < 0.1% |
| Distinct | 49 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.6192979 |
| Minimum | 1 |
|---|---|
| Maximum | 64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 16 |
| Maximum | 64 |
| Range | 63 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 6.1094532 |
|---|---|
| Coefficient of variation (CV) | 1.0872272 |
| Kurtosis | 18.941564 |
| Mean | 5.6192979 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 3.5236648 |
| Sum | 13072639 |
| Variance | 37.325419 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 411627 | |
| 2 | 365244 | |
| 3 | 301086 | |
| 4 | 248700 | |
| 5 | 195340 | |
| 6 | 160134 | 6.9% |
| 7 | 120414 | 5.2% |
| 8 | 98368 | 4.2% |
| 9 | 72585 | 3.1% |
| 10 | 57060 | 2.5% |
| Other values (39) | 295825 |
| Value | Count | Frequency (%) |
| 1 | 411627 | |
| 2 | 365244 | |
| 3 | 301086 | |
| 4 | 248700 | |
| 5 | 195340 | |
| 6 | 160134 | 6.9% |
| 7 | 120414 | 5.2% |
| 8 | 98368 | 4.2% |
| 9 | 72585 | 3.1% |
| 10 | 57060 | 2.5% |
| Value | Count | Frequency (%) |
| 64 | 2112 | 0.1% |
| 53 | 106 | < 0.1% |
| 51 | 663 | < 0.1% |
| 48 | 432 | < 0.1% |
| 47 | 1034 | < 0.1% |
| 46 | 1012 | < 0.1% |
| 45 | 135 | < 0.1% |
| 44 | 6424 | |
| 43 | 86 | < 0.1% |
| 42 | 3066 |
Interactions
Correlations
| atc_concept_id | meddra_concept_id | XA | XB | XC | XD | XG | XH | XJ | XL | XM | XN | XP | XR | XS | XV | polypharmacy | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| atc_concept_id | 1.000 | 0.001 | -0.031 | 0.009 | -0.007 | -0.040 | -0.006 | -0.037 | -0.039 | -0.020 | -0.032 | -0.013 | -0.015 | -0.029 | -0.009 | -0.016 | -0.048 |
| meddra_concept_id | 0.001 | 1.000 | -0.021 | -0.017 | -0.021 | -0.019 | -0.008 | -0.032 | -0.020 | -0.041 | -0.008 | -0.006 | -0.015 | 0.002 | -0.009 | -0.019 | -0.036 |
| XA | -0.031 | -0.021 | 1.000 | 0.394 | 0.310 | 0.377 | 0.068 | 0.318 | 0.340 | 0.133 | 0.322 | 0.412 | 0.210 | 0.399 | 0.162 | 0.309 | 0.767 |
| XB | 0.009 | -0.017 | 0.394 | 1.000 | 0.383 | 0.175 | 0.143 | 0.190 | 0.176 | 0.062 | 0.209 | 0.222 | 0.117 | 0.197 | 0.079 | 0.219 | 0.481 |
| XC | -0.007 | -0.021 | 0.310 | 0.383 | 1.000 | 0.129 | 0.180 | 0.177 | 0.213 | -0.024 | 0.139 | 0.228 | 0.130 | 0.171 | 0.096 | 0.183 | 0.476 |
| XD | -0.040 | -0.019 | 0.377 | 0.175 | 0.129 | 1.000 | -0.010 | 0.310 | 0.259 | 0.239 | 0.165 | 0.128 | 0.305 | 0.125 | 0.122 | 0.159 | 0.489 |
| XG | -0.006 | -0.008 | 0.068 | 0.143 | 0.180 | -0.010 | 1.000 | -0.053 | 0.014 | -0.136 | 0.093 | 0.007 | 0.017 | 0.059 | 0.008 | -0.035 | 0.082 |
| XH | -0.037 | -0.032 | 0.318 | 0.190 | 0.177 | 0.310 | -0.053 | 1.000 | 0.225 | 0.376 | 0.138 | 0.110 | 0.129 | 0.117 | 0.108 | 0.237 | 0.526 |
| XJ | -0.039 | -0.020 | 0.340 | 0.176 | 0.213 | 0.259 | 0.014 | 0.225 | 1.000 | 0.093 | 0.165 | 0.194 | 0.222 | 0.148 | 0.141 | 0.214 | 0.561 |
| XL | -0.020 | -0.041 | 0.133 | 0.062 | -0.024 | 0.239 | -0.136 | 0.376 | 0.093 | 1.000 | 0.007 | -0.111 | 0.097 | -0.088 | 0.047 | 0.214 | 0.394 |
| XM | -0.032 | -0.008 | 0.322 | 0.209 | 0.139 | 0.165 | 0.093 | 0.138 | 0.165 | 0.007 | 1.000 | 0.254 | 0.089 | 0.192 | 0.212 | 0.110 | 0.410 |
| XN | -0.013 | -0.006 | 0.412 | 0.222 | 0.228 | 0.128 | 0.007 | 0.110 | 0.194 | -0.111 | 0.254 | 1.000 | 0.141 | 0.198 | 0.153 | 0.174 | 0.577 |
| XP | -0.015 | -0.015 | 0.210 | 0.117 | 0.130 | 0.305 | 0.017 | 0.129 | 0.222 | 0.097 | 0.089 | 0.141 | 1.000 | 0.062 | 0.075 | 0.115 | 0.309 |
| XR | -0.029 | 0.002 | 0.399 | 0.197 | 0.171 | 0.125 | 0.059 | 0.117 | 0.148 | -0.088 | 0.192 | 0.198 | 0.062 | 1.000 | 0.060 | 0.087 | 0.402 |
| XS | -0.009 | -0.009 | 0.162 | 0.079 | 0.096 | 0.122 | 0.008 | 0.108 | 0.141 | 0.047 | 0.212 | 0.153 | 0.075 | 0.060 | 1.000 | 0.087 | 0.253 |
| XV | -0.016 | -0.019 | 0.309 | 0.219 | 0.183 | 0.159 | -0.035 | 0.237 | 0.214 | 0.214 | 0.110 | 0.174 | 0.115 | 0.087 | 0.087 | 1.000 | 0.406 |
| polypharmacy | -0.048 | -0.036 | 0.767 | 0.481 | 0.476 | 0.489 | 0.082 | 0.526 | 0.561 | 0.394 | 0.410 | 0.577 | 0.309 | 0.402 | 0.253 | 0.406 | 1.000 |
| atc_concept_id | meddra_concept_id | XA | XB | XC | XD | XG | XH | XJ | XL | XM | XN | XP | XR | XS | XV | polypharmacy | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| atc_concept_id | 1.000 | 0.050 | -0.271 | -0.171 | -0.204 | -0.168 | -0.150 | -0.177 | -0.145 | -0.182 | 0.035 | 0.393 | -0.003 | -0.081 | 0.002 | -0.028 | -0.168 |
| meddra_concept_id | 0.050 | 1.000 | -0.045 | -0.025 | -0.021 | -0.016 | -0.006 | -0.058 | -0.036 | -0.109 | -0.009 | 0.055 | -0.019 | 0.005 | -0.012 | -0.022 | -0.069 |
| XA | -0.271 | -0.045 | 1.000 | 0.250 | 0.273 | 0.239 | 0.077 | 0.214 | 0.271 | 0.097 | 0.247 | 0.220 | 0.170 | 0.351 | 0.101 | 0.177 | 0.540 |
| XB | -0.171 | -0.025 | 0.250 | 1.000 | 0.356 | 0.133 | 0.150 | 0.114 | 0.130 | 0.079 | 0.153 | 0.088 | 0.104 | 0.136 | 0.075 | 0.163 | 0.310 |
| XC | -0.204 | -0.021 | 0.273 | 0.356 | 1.000 | 0.084 | 0.196 | 0.133 | 0.166 | -0.026 | 0.112 | 0.150 | 0.118 | 0.188 | 0.043 | 0.169 | 0.356 |
| XD | -0.168 | -0.016 | 0.239 | 0.133 | 0.084 | 1.000 | -0.041 | 0.243 | 0.179 | 0.284 | 0.119 | -0.004 | 0.256 | 0.104 | 0.095 | 0.133 | 0.320 |
| XG | -0.150 | -0.006 | 0.077 | 0.150 | 0.196 | -0.041 | 1.000 | -0.067 | 0.008 | -0.182 | 0.071 | -0.013 | 0.004 | 0.069 | 0.012 | -0.040 | 0.073 |
| XH | -0.177 | -0.058 | 0.214 | 0.114 | 0.133 | 0.243 | -0.067 | 1.000 | 0.183 | 0.377 | 0.107 | -0.034 | 0.108 | 0.092 | 0.066 | 0.192 | 0.454 |
| XJ | -0.145 | -0.036 | 0.271 | 0.130 | 0.166 | 0.179 | 0.008 | 0.183 | 1.000 | 0.067 | 0.152 | 0.055 | 0.204 | 0.153 | 0.076 | 0.162 | 0.406 |
| XL | -0.182 | -0.109 | 0.097 | 0.079 | -0.026 | 0.284 | -0.182 | 0.377 | 0.067 | 1.000 | -0.007 | -0.261 | 0.099 | -0.106 | 0.025 | 0.210 | 0.403 |
| XM | 0.035 | -0.009 | 0.247 | 0.153 | 0.112 | 0.119 | 0.071 | 0.107 | 0.152 | -0.007 | 1.000 | 0.191 | 0.089 | 0.180 | 0.200 | 0.103 | 0.308 |
| XN | 0.393 | 0.055 | 0.220 | 0.088 | 0.150 | -0.004 | -0.013 | -0.034 | 0.055 | -0.261 | 0.191 | 1.000 | 0.082 | 0.172 | 0.086 | 0.080 | 0.321 |
| XP | -0.003 | -0.019 | 0.170 | 0.104 | 0.118 | 0.256 | 0.004 | 0.108 | 0.204 | 0.099 | 0.089 | 0.082 | 1.000 | 0.090 | 0.062 | 0.116 | 0.213 |
| XR | -0.081 | 0.005 | 0.351 | 0.136 | 0.188 | 0.104 | 0.069 | 0.092 | 0.153 | -0.106 | 0.180 | 0.172 | 0.090 | 1.000 | 0.057 | 0.081 | 0.327 |
| XS | 0.002 | -0.012 | 0.101 | 0.075 | 0.043 | 0.095 | 0.012 | 0.066 | 0.076 | 0.025 | 0.200 | 0.086 | 0.062 | 0.057 | 1.000 | 0.051 | 0.141 |
| XV | -0.028 | -0.022 | 0.177 | 0.163 | 0.169 | 0.133 | -0.040 | 0.192 | 0.162 | 0.210 | 0.103 | 0.080 | 0.116 | 0.081 | 0.051 | 1.000 | 0.223 |
| polypharmacy | -0.168 | -0.069 | 0.540 | 0.310 | 0.356 | 0.320 | 0.073 | 0.454 | 0.406 | 0.403 | 0.308 | 0.321 | 0.213 | 0.327 | 0.141 | 0.223 | 1.000 |
| atc_concept_id | meddra_concept_id | XA | XB | XC | XD | XG | XH | XJ | XL | XM | XN | XP | XR | XS | XV | polypharmacy | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| atc_concept_id | 1.000 | 0.034 | -0.212 | -0.139 | -0.163 | -0.137 | -0.123 | -0.142 | -0.113 | -0.142 | 0.028 | 0.293 | -0.002 | -0.065 | 0.002 | -0.023 | -0.120 |
| meddra_concept_id | 0.034 | 1.000 | -0.035 | -0.020 | -0.017 | -0.013 | -0.005 | -0.046 | -0.028 | -0.083 | -0.007 | 0.041 | -0.015 | 0.004 | -0.010 | -0.018 | -0.048 |
| XA | -0.212 | -0.035 | 1.000 | 0.236 | 0.253 | 0.225 | 0.073 | 0.200 | 0.249 | 0.086 | 0.233 | 0.194 | 0.161 | 0.326 | 0.096 | 0.168 | 0.456 |
| XB | -0.139 | -0.020 | 0.236 | 1.000 | 0.344 | 0.130 | 0.148 | 0.111 | 0.124 | 0.073 | 0.150 | 0.080 | 0.103 | 0.131 | 0.074 | 0.161 | 0.264 |
| XC | -0.163 | -0.017 | 0.253 | 0.344 | 1.000 | 0.081 | 0.191 | 0.127 | 0.156 | -0.023 | 0.108 | 0.135 | 0.115 | 0.178 | 0.042 | 0.164 | 0.299 |
| XD | -0.137 | -0.013 | 0.225 | 0.130 | 0.081 | 1.000 | -0.041 | 0.234 | 0.171 | 0.263 | 0.117 | -0.005 | 0.253 | 0.100 | 0.094 | 0.131 | 0.274 |
| XG | -0.123 | -0.005 | 0.073 | 0.148 | 0.191 | -0.041 | 1.000 | -0.065 | 0.007 | -0.169 | 0.070 | -0.012 | 0.004 | 0.067 | 0.012 | -0.039 | 0.063 |
| XH | -0.142 | -0.046 | 0.200 | 0.111 | 0.127 | 0.234 | -0.065 | 1.000 | 0.172 | 0.345 | 0.104 | -0.031 | 0.105 | 0.087 | 0.064 | 0.187 | 0.384 |
| XJ | -0.113 | -0.028 | 0.249 | 0.124 | 0.156 | 0.171 | 0.007 | 0.172 | 1.000 | 0.060 | 0.145 | 0.048 | 0.197 | 0.143 | 0.073 | 0.155 | 0.339 |
| XL | -0.142 | -0.083 | 0.086 | 0.073 | -0.023 | 0.263 | -0.169 | 0.345 | 0.060 | 1.000 | -0.006 | -0.225 | 0.092 | -0.096 | 0.024 | 0.195 | 0.328 |
| XM | 0.028 | -0.007 | 0.233 | 0.150 | 0.108 | 0.117 | 0.070 | 0.104 | 0.145 | -0.006 | 1.000 | 0.174 | 0.088 | 0.173 | 0.198 | 0.102 | 0.262 |
| XN | 0.293 | 0.041 | 0.194 | 0.080 | 0.135 | -0.005 | -0.012 | -0.031 | 0.048 | -0.225 | 0.174 | 1.000 | 0.075 | 0.155 | 0.079 | 0.073 | 0.257 |
| XP | -0.002 | -0.015 | 0.161 | 0.103 | 0.115 | 0.253 | 0.004 | 0.105 | 0.197 | 0.092 | 0.088 | 0.075 | 1.000 | 0.087 | 0.062 | 0.116 | 0.182 |
| XR | -0.065 | 0.004 | 0.326 | 0.131 | 0.178 | 0.100 | 0.067 | 0.087 | 0.143 | -0.096 | 0.173 | 0.155 | 0.087 | 1.000 | 0.055 | 0.078 | 0.273 |
| XS | 0.002 | -0.010 | 0.096 | 0.074 | 0.042 | 0.094 | 0.012 | 0.064 | 0.073 | 0.024 | 0.198 | 0.079 | 0.062 | 0.055 | 1.000 | 0.051 | 0.120 |
| XV | -0.023 | -0.018 | 0.168 | 0.161 | 0.164 | 0.131 | -0.039 | 0.187 | 0.155 | 0.195 | 0.102 | 0.073 | 0.116 | 0.078 | 0.051 | 1.000 | 0.191 |
| polypharmacy | -0.120 | -0.048 | 0.456 | 0.264 | 0.299 | 0.274 | 0.063 | 0.384 | 0.339 | 0.328 | 0.262 | 0.257 | 0.182 | 0.273 | 0.120 | 0.191 | 1.000 |
| atc_concept_id | meddra_concept_id | nichd | sex | reporter_qualification | XA | XB | XC | XD | XG | XH | XJ | XL | XM | XN | XP | XR | XS | XV | polypharmacy | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| atc_concept_id | 1.000 | 0.030 | 0.049 | 0.031 | 0.044 | 0.038 | 0.032 | 0.026 | 0.043 | 0.021 | 0.033 | 0.036 | 0.040 | 0.036 | 0.034 | 0.014 | 0.064 | 0.013 | 0.028 | 0.039 |
| meddra_concept_id | 0.030 | 1.000 | 0.066 | 0.013 | 0.032 | 0.024 | 0.027 | 0.034 | 0.048 | 0.020 | 0.019 | 0.021 | 0.038 | 0.025 | 0.047 | 0.010 | 0.029 | 0.012 | 0.032 | 0.032 |
| nichd | 0.049 | 0.066 | 1.000 | 0.145 | 0.109 | 0.089 | 0.068 | 0.134 | 0.140 | 0.124 | 0.092 | 0.096 | 0.149 | 0.052 | 0.117 | 0.047 | 0.071 | 0.035 | 0.068 | 0.126 |
| sex | 0.031 | 0.013 | 0.145 | 1.000 | 0.046 | 0.085 | 0.077 | 0.081 | 0.054 | 0.154 | 0.037 | 0.069 | 0.083 | 0.088 | 0.075 | 0.016 | 0.042 | 0.043 | 0.061 | 0.090 |
| reporter_qualification | 0.044 | 0.032 | 0.109 | 0.046 | 1.000 | 0.156 | 0.081 | 0.192 | 0.103 | 0.216 | 0.242 | 0.153 | 0.270 | 0.075 | 0.137 | 0.056 | 0.083 | 0.039 | 0.053 | 0.201 |
| XA | 0.038 | 0.024 | 0.089 | 0.085 | 0.156 | 1.000 | 0.615 | 0.540 | 0.465 | 0.129 | 0.631 | 0.514 | 0.309 | 0.382 | 0.699 | 0.292 | 0.558 | 0.398 | 0.449 | 0.859 |
| XB | 0.032 | 0.027 | 0.068 | 0.077 | 0.081 | 0.615 | 1.000 | 0.410 | 0.166 | 0.123 | 0.325 | 0.258 | 0.182 | 0.437 | 0.375 | 0.257 | 0.362 | 0.220 | 0.259 | 0.600 |
| XC | 0.026 | 0.034 | 0.134 | 0.081 | 0.192 | 0.540 | 0.410 | 1.000 | 0.212 | 0.218 | 0.471 | 0.456 | 0.158 | 0.235 | 0.590 | 0.193 | 0.258 | 0.366 | 0.251 | 0.692 |
| XD | 0.043 | 0.048 | 0.140 | 0.054 | 0.103 | 0.465 | 0.166 | 0.212 | 1.000 | 0.100 | 0.259 | 0.349 | 0.219 | 0.168 | 0.250 | 0.360 | 0.186 | 0.157 | 0.250 | 0.635 |
| XG | 0.021 | 0.020 | 0.124 | 0.154 | 0.216 | 0.129 | 0.123 | 0.218 | 0.100 | 1.000 | 0.101 | 0.154 | 0.169 | 0.165 | 0.222 | 0.063 | 0.107 | 0.017 | 0.029 | 0.245 |
| XH | 0.033 | 0.019 | 0.092 | 0.037 | 0.242 | 0.631 | 0.325 | 0.471 | 0.259 | 0.101 | 1.000 | 0.419 | 0.476 | 0.163 | 0.619 | 0.146 | 0.292 | 0.310 | 0.193 | 0.758 |
| XJ | 0.036 | 0.021 | 0.096 | 0.069 | 0.153 | 0.514 | 0.258 | 0.456 | 0.349 | 0.154 | 0.419 | 1.000 | 0.285 | 0.192 | 0.521 | 0.297 | 0.243 | 0.342 | 0.338 | 0.731 |
| XL | 0.040 | 0.038 | 0.149 | 0.083 | 0.270 | 0.309 | 0.182 | 0.158 | 0.219 | 0.169 | 0.476 | 0.285 | 1.000 | 0.092 | 0.278 | 0.150 | 0.150 | 0.113 | 0.239 | 0.490 |
| XM | 0.036 | 0.025 | 0.052 | 0.088 | 0.075 | 0.382 | 0.437 | 0.235 | 0.168 | 0.165 | 0.163 | 0.192 | 0.092 | 1.000 | 0.285 | 0.168 | 0.234 | 0.313 | 0.125 | 0.378 |
| XN | 0.034 | 0.047 | 0.117 | 0.075 | 0.137 | 0.699 | 0.375 | 0.590 | 0.250 | 0.222 | 0.619 | 0.521 | 0.278 | 0.285 | 1.000 | 0.234 | 0.327 | 0.520 | 0.274 | 0.833 |
| XP | 0.014 | 0.010 | 0.047 | 0.016 | 0.056 | 0.292 | 0.257 | 0.193 | 0.360 | 0.063 | 0.146 | 0.297 | 0.150 | 0.168 | 0.234 | 1.000 | 0.124 | 0.186 | 0.097 | 0.396 |
| XR | 0.064 | 0.029 | 0.071 | 0.042 | 0.083 | 0.558 | 0.362 | 0.258 | 0.186 | 0.107 | 0.292 | 0.243 | 0.150 | 0.234 | 0.327 | 0.124 | 1.000 | 0.111 | 0.155 | 0.507 |
| XS | 0.013 | 0.012 | 0.035 | 0.043 | 0.039 | 0.398 | 0.220 | 0.366 | 0.157 | 0.017 | 0.310 | 0.342 | 0.113 | 0.313 | 0.520 | 0.186 | 0.111 | 1.000 | 0.270 | 0.572 |
| XV | 0.028 | 0.032 | 0.068 | 0.061 | 0.053 | 0.449 | 0.259 | 0.251 | 0.250 | 0.029 | 0.193 | 0.338 | 0.239 | 0.125 | 0.274 | 0.097 | 0.155 | 0.270 | 1.000 | 0.608 |
| polypharmacy | 0.039 | 0.032 | 0.126 | 0.090 | 0.201 | 0.859 | 0.600 | 0.692 | 0.635 | 0.245 | 0.758 | 0.731 | 0.490 | 0.378 | 0.833 | 0.396 | 0.507 | 0.572 | 0.608 | 1.000 |
| XB | XD | XG | XH | XM | XP | XR | XS | XV | nichd | reporter_qualification | sex | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| XB | 1.000 | 0.099 | 0.083 | 0.227 | 0.170 | 0.110 | 0.200 | 0.081 | 0.169 | 0.040 | 0.055 | 0.055 |
| XD | 0.099 | 1.000 | 0.064 | 0.169 | 0.101 | 0.259 | 0.095 | 0.094 | 0.174 | 0.049 | 0.066 | 0.058 |
| XG | 0.083 | 0.064 | 1.000 | 0.038 | 0.112 | 0.047 | 0.044 | 0.011 | 0.023 | 0.079 | 0.082 | 0.188 |
| XH | 0.227 | 0.169 | 0.038 | 1.000 | 0.111 | 0.110 | 0.125 | 0.216 | 0.159 | 0.058 | 0.092 | 0.045 |
| XM | 0.170 | 0.101 | 0.112 | 0.111 | 1.000 | 0.070 | 0.125 | 0.118 | 0.081 | 0.031 | 0.050 | 0.063 |
| XP | 0.110 | 0.259 | 0.047 | 0.110 | 0.070 | 1.000 | 0.074 | 0.078 | 0.092 | 0.031 | 0.042 | 0.027 |
| XR | 0.200 | 0.095 | 0.044 | 0.125 | 0.125 | 0.074 | 1.000 | 0.059 | 0.093 | 0.036 | 0.034 | 0.032 |
| XS | 0.081 | 0.094 | 0.011 | 0.216 | 0.118 | 0.078 | 0.059 | 1.000 | 0.177 | 0.021 | 0.026 | 0.031 |
| XV | 0.169 | 0.174 | 0.023 | 0.159 | 0.081 | 0.092 | 0.093 | 0.177 | 1.000 | 0.046 | 0.043 | 0.040 |
| nichd | 0.040 | 0.049 | 0.079 | 0.058 | 0.031 | 0.031 | 0.036 | 0.021 | 0.046 | 1.000 | 0.069 | 0.155 |
| reporter_qualification | 0.055 | 0.066 | 0.082 | 0.092 | 0.050 | 0.042 | 0.034 | 0.026 | 0.043 | 0.069 | 1.000 | 0.056 |
| sex | 0.055 | 0.058 | 0.188 | 0.045 | 0.063 | 0.027 | 0.032 | 0.031 | 0.040 | 0.155 | 0.056 | 1.000 |
Missing values
Sample
| safetyreportid | ade | atc_concept_id | meddra_concept_id | nichd | sex | reporter_qualification | receive_date | XA | XB | XC | XD | XG | XH | XJ | XL | XM | XN | XP | XR | XS | XV | polypharmacy | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 10003357 | 21602735_36717998 | 21602735 | 36717998 | middle_childhood | Male | Other health professional | 2014-03-12 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2 |
| 1 | 10003357 | 21602735_42890355 | 21602735 | 42890355 | middle_childhood | Male | Other health professional | 2014-03-12 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2 |
| 2 | 10003357 | 21602735_36718024 | 21602735 | 36718024 | middle_childhood | Male | Other health professional | 2014-03-12 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2 |
| 3 | 10003357 | 21603927_36717998 | 21603927 | 36717998 | middle_childhood | Male | Other health professional | 2014-03-12 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2 |
| 4 | 10003357 | 21603927_42890355 | 21603927 | 42890355 | middle_childhood | Male | Other health professional | 2014-03-12 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2 |
| 5 | 10003357 | 21603927_36718024 | 21603927 | 36718024 | middle_childhood | Male | Other health professional | 2014-03-12 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2 |
| 6 | 10003388 | 21600449_35205038 | 21600449 | 35205038 | late_adolescence | Female | Consumer or non-health professional | 2014-03-12 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 7 | 10003388 | 21600449_35205040 | 21600449 | 35205040 | late_adolescence | Female | Consumer or non-health professional | 2014-03-12 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 8 | 10003388 | 21600449_35809225 | 21600449 | 35809225 | late_adolescence | Female | Consumer or non-health professional | 2014-03-12 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 9 | 10003401 | 21600449_36110708 | 21600449 | 36110708 | early_adolescence | Female | Consumer or non-health professional | 2014-03-12 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| safetyreportid | ade | atc_concept_id | meddra_concept_id | nichd | sex | reporter_qualification | receive_date | XA | XB | XC | XD | XG | XH | XJ | XL | XM | XN | XP | XR | XS | XV | polypharmacy | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2326373 | 9999671 | 21603448_35104834 | 21603448 | 35104834 | middle_childhood | Male | Physician | 2014-03-12 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 | 0.0 | 0.0 | 4 |
| 2326374 | 9999671 | 21603497_35104834 | 21603497 | 35104834 | middle_childhood | Male | Physician | 2014-03-12 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 | 0.0 | 0.0 | 4 |
| 2326375 | 9999797 | 21601003_36111047 | 21601003 | 36111047 | early_childhood | Male | Other health professional | 2014-03-12 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3 |
| 2326376 | 9999797 | 21600448_36111047 | 21600448 | 36111047 | early_childhood | Male | Other health professional | 2014-03-12 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3 |
| 2326377 | 9999797 | 21602653_36111047 | 21602653 | 36111047 | early_childhood | Male | Other health professional | 2014-03-12 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3 |
| 2326378 | 9999818 | 40252350_45885779 | 40252350 | 45885779 | early_adolescence | Male | Other health professional | 2014-03-12 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 2326379 | 9999818 | 40252350_37522220 | 40252350 | 37522220 | early_adolescence | Male | Other health professional | 2014-03-12 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 2326380 | 9999818 | 40252350_35104691 | 40252350 | 35104691 | early_adolescence | Male | Other health professional | 2014-03-12 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 2326381 | 9999935 | 21601003_36718554 | 21601003 | 36718554 | early_adolescence | Female | Consumer or non-health professional | 2014-03-12 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2 |
| 2326382 | 9999935 | 21600449_36718554 | 21600449 | 36718554 | early_adolescence | Female | Consumer or non-health professional | 2014-03-12 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2 |